Run
580914

Run 580914

Task 43 (Supervised Classification) spambase Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.RandomCommittee_RandomTree(4)Weka implementation of RandomCommittee
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomCommittee_RandomTree(4)_S1
weka.RandomCommittee_RandomTree(4)_num-slots1
weka.RandomCommittee_RandomTree(4)_I10
weka.RandomCommittee_RandomTree(4)_Wweka.classifiers.trees.RandomTree

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3803.2494
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0898
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.9529
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4107
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1907.9126
UserCPU time millis
270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
250
Cross-validation details (10-fold Crossvalidation)